A Differential Geometric View and Explainability of GNN on Evolving Graphs

Yazheng Liu, Xi Zhang, Sihong Xie

Graphs are ubiquitous in social networks and biochemistry, where Graph Neural Networks (GNN) are the state-of-the-art models for prediction. Graphs can be evolving and it is vital…